BxSci Machine Learning Club
Learn to use AI for good
Join Us TodayWelcome to BxSci Machine Learning!
Here are our year-wide slideshows on various topics. Where would you like to go?
Introduction
This is the introduction to our club. You can find out more about what we do by clicking this presentation.
What do we do in our club and what is machine learning?
You can find out here by clicking the link above.
Linear Algebra
In order to fully understand machine learning, a bit of understanding of linear algebra is necessary.
Learn some basic linear algebra here!
How do we use linear algebra in programming?
This tutorial teaches you how via the library Numpy!
Python and Regression
As we are programming to do machine learning, we need to learn how to program with Python. This tutorial shows you how!
This is our first machine learning topic: Regression. Learn how to do it by looking at this tutorial!
In order to get more comfortable with regression, let's go through this practice presentation!
Classification
In addition to regression, machine learning systems can also classify objects. Let's learn how to do this as well.
In order to get more comfortable with classification, let's go through this practice project!
Anomaly Detection
Ever wanted to protect yourself from fishy emails? This technique is how!
In order to get more comfortable with anomaly detection, let's go through this practice project with credit cards!
Clustering
This is the first unsupervised learning technique taught to you! See how it can applied to the real world!
Artificial Neural Networks (ANNs)
Learn how to use this extremely powerful technique to advance into the world of deep learning!
To learn how to apply deep learning to many scenarios, let's go through a practice project together!
Practice Projects
Test your skills of Python with these introductory challenges!
How do you get better in machine learning other than in practice? Here's some more practice!!!
Theoretical Machine Learning
Learn how GPUs work, the first step in how machine learning is done so fast in many computers.